US20090235022A1 - Apparatus and method to select a deduplication protocol for a data storage library - Google Patents
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- US20090235022A1 US20090235022A1 US12/046,315 US4631508A US2009235022A1 US 20090235022 A1 US20090235022 A1 US 20090235022A1 US 4631508 A US4631508 A US 4631508A US 2009235022 A1 US2009235022 A1 US 2009235022A1
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F11/00—Error detection; Error correction; Monitoring
- G06F11/07—Responding to the occurrence of a fault, e.g. fault tolerance
- G06F11/08—Error detection or correction by redundancy in data representation, e.g. by using checking codes
- G06F11/10—Adding special bits or symbols to the coded information, e.g. parity check, casting out 9's or 11's
- G06F11/1076—Parity data used in redundant arrays of independent storages, e.g. in RAID systems
- G06F11/1084—Degraded mode, e.g. caused by single or multiple storage removals or disk failures
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- This invention relates to an apparatus and method to select a deduplication protocol for a data storage library.
- Computing systems generate information. It is known in the art to store such information using a plurality of data storage media.
- a redundant array of independent disks (“RAID”) configuration information is stored in arrays of data storage media to provide fault tolerance and improved data access performance.
- RAID combines physical data storage media into a single logical unit either by using special hardware or software.
- RAID 3 4, 5, or 6 array configuration a process known as “data striping” is used in combination with parity data, i.e. encoded redundant information.
- parity data i.e. encoded redundant information.
- both row stripes and diagonal stripes are used, and one set of parity is associated with each row stripe and another set of parity is associated with each diagonal stripe, for dual redundancy.
- row parity may be concentrated in a single row parity storage media, and diagonal parity may be concentrated in a different single diagonal parity storage media, or row and diagonal parity may be distributed across all data storage media in the array.
- Each RAID stripe comprises a predetermined number of sequential logical block arrays.
- optimum performance is realized by minimizing constant access to a single drive. If a drive fails in a RAID 6 array configuration, data written to the failed drive can be rebuilt using the parity data on the remaining drives. If the array is configured with an online spare drive, the RAID rebuild begins automatically when a failed drive is detected. If the array is not configured with a spare drive, then the RAID rebuild begins after the failed drive is replaced.
- each lost stripe is read from the remaining drives in the array.
- the lost stripe is restored using exclusive-OR (“XOR”) operations performed by a RAID controller XOR engine.
- XOR exclusive-OR
- the rebuilt process involves (N-1) reads from the operational drives in the array and a single write to the replacement or online spare drive.
- N-1 reads from the operational drives in the array and a single write to the replacement or online spare drive.
- the rebuild process proceeds to restore the next lost stripe.
- both row and diagonal stripes are used to construct the drive data being rebuilt to two spare drives.
- the RAID controller must allocate system resources to process both host I/O requests and process the RAID rebuild.
- the invention comprises a method to select a deduplication protocol for a data storage library comprising a plurality of data storage devices configured as a RAID array.
- the method establishes a normal deduplication protocol, a RAID failure deduplication protocol, and a multiple storage device failure deduplication protocol.
- the method receives host data comprising a plurality of interleaved data blocks. If the system is operating without any storage device failures, then the method processes the host data using the normal deduplication protocol. If the system is operating with a storage device failure, then the method processes the host data using the RAID failure deduplication protocol. If the system is operating with multiple storage device failures, then the method processes the host data using the multiple storage device failure deduplication protocol.
- the method dynamically sets a deduplication protocol.
- the deduplication protocol is a function of a number of failed data storage devices, an actual RAID rebuild rate, a minimum RAID rebuild threshold, and a maximum RAID rebuild threshold.
- FIG. 1 is a block diagram showing one embodiment of Applicants' data storage system
- FIG. 2A is a block diagram showing one RAID controller in communication with a plurality of data storage media using a fibre channel arbitrated loop;
- FIG. 2B is a block diagram showing two RAID controllers in communication with a plurality of data storage media using dual fibre channel arbitrated loops;
- FIG. 3 is a flow chart summarizing certain steps in a first embodiment of Applicants' method
- FIG. 4 is a flow chart summarizing certain steps in a second embodiment of Applicants' method.
- FIG. 5 is a flow chart summarizing certain additional steps in the second embodiment of Applicants' method.
- data processing system 100 comprises RAID controller 120 and data storage media 130 , 140 , 150 , and 160 .
- RAID controller 120 communicates with data storage media 130 , 140 , 150 , and 160 , via I/O protocols 132 , 142 , 152 , and 162 , respectively.
- I/O protocols 132 , 142 , 152 , and 162 may comprise any sort of I/O protocol, including without limitation a fibre channel loop, SCSI (Small Computer System Interface), iSCSI (Internet SCSI), SAS (Serial Attach SCSI), Fibre Channel, SCSI over Fibre Channel, Ethernet, Fibre Channel over Ethernet, Infiniband, and SATA (Serial ATA).
- SCSI Serial Computer System Interface
- iSCSI Internet SCSI
- SAS Serial Attach SCSI
- Fibre Channel SCSI over Fibre Channel
- Ethernet Fibre Channel over Ethernet
- Fibre Channel over Ethernet Fibre Channel over Ethernet
- Infiniband Infiniband
- SATA Serial ATA
- data storage media Applicants mean an information storage medium in combination with the hardware, firmware, and/or software, needed to write information to, and read information from, that information storage medium.
- the information storage medium comprises a magnetic information storage medium, such as and without limitation a magnetic disk, magnetic tape, and the like.
- the information storage medium comprises an optical information storage medium, such as and without limitation a CD, DVD (Digital Versatile Disk), HD-DVD (High Definition DVD), BD (Blue-Ray Disk) and the like.
- the information storage medium comprises an electronic information storage medium, such as and without limitation a PROM, EPROM, EEPROM, Flash PROM, compactflash, smartmedia, and the like.
- the information storage medium comprises a holographic information storage medium.
- Applicants' RAID controller 120 is in communication with host computers 102 , 104 , and 106 .
- hosts computers 102 , 104 , and 106 each comprises a computing system, such as a mainframe, personal computer, workstation, and combinations thereof, including an operating system such as Windows, AIX, Unix, MVS, LINUX, etc.
- Windows is a registered trademark of Microsoft Corporation
- AIX is a registered trademark and MVS is a trademark of IBM Corporation
- UNIX is a registered trademark in the United States and other countries licensed exclusively through The Open Group
- LINUX is a registered trademark of Linus Torvald).
- one or more of host computers 102 , 104 , and/or 106 further includes a storage management program.
- that storage management program may include the functionality of storage management type programs known in the art that manage the transfer of data to and from a data storage and retrieval system, such as for example and without limitation the IBM DFSMS implemented in the IBM MVS operating system.
- Applicants' RAID controller 120 comprises processor 128 , XOR engine 129 , computer readable medium 121 , microcode 122 written to computer readable medium 121 , and instructions 124 written to computer readable medium 121 .
- Processor 128 utilizes microcode 122 to operate RAID controller 120 .
- Applicants' RAID controller 120 further comprises rebuild bitmap 126 , wherein rebuild bitmap comprises (N) indicators, and wherein each indicator is associated with a different data stripe.
- processor 128 In addition to processing input/output (“I/O”) operations related to data received from one or more host computers, such as for example and without limitation data deduplication, processor 128 also performs certain Background Operations such as for example and without limitation, checking and certifying parity, RAID rebuilds, and other “housekeeping” chores. In certain embodiments, processor 128 must allocate system resources, such as and with limitation, allocations of processor resources between data deduplication and a RAID rebuild.
- host computers 102 , 104 , and 106 are connected to fabric 110 utilizing I/O protocols 103 , 105 , and 107 , respectively.
- I/O protocols 103 , 105 , and 107 may be any type of IO protocol; for example, a Fibre Channel (“FC”) loop, a direct attachment to fabric 110 or one or more signal lines used by host computers 102 , 104 , and 106 , to transfer information to and from fabric 110 .
- FC Fibre Channel
- fabric 110 includes, for example, one or more FC switches 115 .
- those one or more switches 115 comprise one or more conventional router switches.
- one or more switches 115 interconnect host computers 102 , 104 , and 106 , to RAID controller 120 via I/O protocol 117 .
- I/O protocol 117 may comprise any type of I/O interface, for example, a Fibre Channel, Infiniband, Gigabit Ethernet, Ethernet, TCP/IP, iSCSI, SCSI I/O interface or one or more signal lines used by FC switch 115 to transfer information through to and from RAID controller 120 , and subsequently data storage media 30 , 140 , 150 , and 160 .
- one or more host computers such as for example and without limitation host computers 102 , 104 , and 106 , communicate directly with RAID controller 120 using I/O protocols 103 , 105 , and 107 , respectively.
- Applicants' RAID controller 120 communicates with data storage media 130 , 140 , 150 , and 160 , using a fibre channel arbitrated (“FC-AL”) loop of switches, wherein controller 120 and media 130 , 140 , 150 , and 160 , are disposed in information storage and retrieval system 200 .
- information storage and retrieval system 200 further comprises additional elements, such as and without limitation one or more host adapters, one or more device adapters, a data cache, non-volatile storage, and the like.
- the illustrated embodiment of FIG. 2A should not be construed to limit Applicants' invention to use of fibre channel networks or devices. In other embodiments, other network topologies and devices are utilized, including without limitation SAS devices and/or SATA devices.
- Applicants' information storage and retrieval system 202 comprises dual FC-AL loops of switches wherein RAID controller 120 A and RAID controller 120 B are interconnected with both FC-AL loops.
- Each FC-AL loop contains one or more local controllers, such as local controllers 210 , 220 , 230 , 240 , 250 , and 260 .
- information storage and retrieval system 200 further comprises additional elements, such as and without limitation one or more host adapters, one or more device adapters, a data cache, non-volatile storage, and the like.
- each RAID controller is in communication with a first plurality of data storage media 270 , a second plurality of data storage media 280 , and a third plurality of data storage media 290 .
- FIG. 2B should not be construed to limit Applicants' invention to use of fibre channel networks or devices.
- the recitation of two FC-AL loops comprises one embodiment of Applicants' apparatus.
- other network topologies and devices are utilized, including without limitation SAS devices and/or SATA devices.
- data deduplication comprises a process to eliminate redundant data.
- duplicate data is deleted, leaving only one copy of the data to be stored.
- indexing of all data is still retained should that data ever be required.
- Deduplication is able to enhance the storage capability of a RAID array because only unique data is stored.
- Data deduplication can generally operate at the file or the data block level.
- File level deduplication eliminates duplicate files, but this is not a very efficient means of deduplication.
- Block deduplication looks within a file and saves unique iterations of each block or bit.
- Each chunk of data is processed using a hash algorithm such as MD5 or SHA-1. This process generates a unique number for each piece which is then stored in an index.
- block deduplication saves more storage space than file deduplication.
- block deduplication requires more processor resources.
- FIG. 3 summarizes Applicants' method to select a data deduplication protocol when simultaneously performing a RAID rebuild. Referring now to FIG. 3 , in step 310 the method supplies a data storage system comprising a RAID controller and a RAID array.
- step 315 the method establishes a normal deduplication protocol.
- the normal deduplication protocol of step 315 deduplicates between about 90 percent to 100 percent of duplicative data blocks disposed in information received from one or more host computers.
- the normal deduplication protocol of step 320 deduplicates 100 percent of duplicative data blocks disposed in information received from one or more host computers.
- a manufacturer of the data storage system of step 310 performs step 315 .
- the owner and/or operator of the data storage system of step 310 performs step 315 .
- a host computer interconnected with the data storage system of step 310 performs step 315 .
- step 320 the method establishes a RAID failure deduplication protocol.
- RAID failure Applicants mean a failure of one data storage device configured in a RAID array.
- the RAID failure deduplication protocol of step 320 deduplicates between about 40 percent to about 60 percent of duplicative data blocks disposed in information received from one or more host computers. In certain embodiments, the RAID failure deduplication protocol of step 320 deduplicates about 50 percent of duplicative data blocks disposed in information received from one or more host computers.
- a manufacturer of the data storage system of step 310 performs step 320 .
- the owner and/or operator of the data storage system of step 310 performs step 320 .
- a host computer interconnected with the data storage system of step 310 performs step 320 .
- the method establishes a multiple storage device failure deduplication protocol.
- the multiple storage device failure deduplication protocol of step 320 deduplicates between about 15 percent to about 35 percent of duplicative data blocks disposed in information received from one or more host computers.
- the multiple storage device failure deduplication protocol of step 325 deduplicates between about 25 percent of duplicative data blocks disposed in information received from one or more host computers.
- a manufacturer of the data storage system of step 310 performs step 325 .
- the owner and/or operator of the data storage system of step 310 performs step 325 .
- a host computer interconnected with the data storage system of step 310 performs step 325 .
- step 330 the method provides host data comprising a plurality of interleaved data blocks.
- the data of step 330 is received by a RAID controller.
- step 330 is performed by a host computer.
- step 335 the method determines if the data storage system of step 310 is operating with a RAID failure, i.e., whether a data storage device failure has been detected.
- step 335 is performed by a RAID controller.
- step 335 is performed by a host computer.
- step 335 If the method determines in step 335 that the data storage system of step 310 is not operating with a RAID failure, then the method transitions from step 335 to step 345 wherein the method processes host data of step 330 using the normal deduplication protocol of step 315 .
- step 345 is performed by a RAID controller. In certain embodiments, step 345 is performed by a host computer.
- step 355 the method determines if additional host data has been received.
- step 355 is performed by a RAID controller.
- step 355 is performed by a host computer.
- step 355 determines in step 355 that no additional host data has been received, then the method transitions from step 355 to step 370 and ends. Alternatively, if the method determines in step 355 that additional host data has been received, then the method transitions from step 355 to step 335 and continues as described herein.
- step 335 determines if the data storage system of step 310 is operating with a RAID failure
- step 340 is performed by a RAID controller.
- step 340 is performed by a host computer.
- step 340 determines in step 340 that the data storage system of step 310 is not operating with multiple data storage device failures, then the method transitions from step 340 to step 350 wherein the method processes the host data of step 330 using the RAID failure deduplication protocol of step 320 .
- step 350 is performed by a RAID controller.
- step 350 is performed by a host computer. The method transitions from step 350 to step 355 and continues as described herein.
- step 360 the method transitions from step 340 to step 360 wherein the method processes the host data of step 330 using the multiple device failure deduplication protocol of step 325 .
- step 360 is performed by a RAID controller.
- step 360 is performed by a host computer. The method transitions from step 360 to step 355 and continues as described herein.
- FIG. 4 summarizes the steps of Applicants' method to dynamically set a deduplication protocol.
- the method supplies a data storage system comprising a RAID controller and a RAID array.
- step 420 the method provides host data comprising a plurality of interleaved data blocks.
- the data of step 420 is received by a RAID controller.
- step 420 is performed by a host computer.
- step 430 the method determines a number (M) of failed data storage devices configured in the RAID array.
- step 430 is performed by a RAID controller.
- step 430 is performed by a host computer.
- step 440 the method establishes a value for an offset factor (O).
- O is greater than or equal to 0 and less than or equal to 2.
- O is greater than or equal to 0 and less than or equal to 3.
- O is greater than or equal to 0 and less than or equal to 4.
- step 440 is performed by a RAID controller.
- step 440 is performed by a host computer.
- step 450 the method calculates a value for (N), using Equation (i).
- step 450 is performed by a RAID controller. In certain embodiments, step 450 is performed by a host computer.
- step 460 the method deduplicates every (N)th duplicative data block identified in the host data of step 420 .
- step 460 is performed by a RAID controller.
- step 460 is performed by a host computer.
- Equation (i) is calculated to be 1 using Equation (i).
- the method deduplicates every duplicative data block identified in the host data of step 420 .
- step 410 In the event the data storage system of step 410 is operating with 1 data storage device failure, and in the event (O) is set to 0, then (N) is calculated to be 2 using Equation (i). In this example, the method deduplicates 50 percent of the duplicative data block identified in the host data of step 420 .
- step 410 In the event the data storage system of step 410 is operating with 1 data storage device failure, and in the event (O) is set to 1, then (N) is calculated to be 3 using Equation (i). In this example, the method deduplicates 33.3 percent of the duplicative data block identified in the host data of step 420 .
- step 440 recited in FIG. 4 comprises the steps recited in FIG. 5 .
- the method establishes a minimum RAID rebuild threshold.
- a minimum RAID rebuild rate of about 100 GB per hour.
- a manufacturer of the data storage system of step 410 performs step 510 .
- the owner and/or operator of the data storage system of step 410 performs step 510 .
- a host computer interconnected with the data storage system of step 410 performs step 510 .
- step 520 the method establishes a maximum RAID rebuild threshold.
- the method sets in step 520 a maximum RAID rebuild rate of about 200 GB per hour.
- a manufacturer of the data storage system of step 410 performs step 520 .
- the owner and/or operator of the data storage system of step 410 performs step 520 .
- a host computer interconnected with the data storage system of step 410 performs step 520 .
- step 530 the method determines an actual RAID rebuild rate.
- step 530 is performed by a RAID controller.
- step 530 is performed by a host computer.
- step 540 the method determines if the actual RAID rebuild rate of step 530 is less than the minimum RAID rebuild rate threshold of step 510 .
- step 540 is performed by a RAID controller.
- step 540 is performed by a host computer.
- step 540 determines in step 540 that the actual RAID rebuild rate of step 530 is less than the minimum RAID rebuild rate threshold of step 510 , then the method transitions from step 540 to step 550 wherein the method sets the offset factor (O) to 2.
- step 550 is performed by a RAID controller.
- step 550 is performed by a host computer. The method transitions from step 550 to step 450 and continues as described herein.
- step 540 determines in step 540 that the actual RAID rebuild rate of step 530 is not less than the minimum RAID rebuild rate threshold of step 510 , then the method transitions from step 540 to step 560 wherein the method determines if the actual RAID rebuild rate of step 530 is less than the maximum RAID rebuild rate threshold of step 520 .
- step 560 is performed by a RAID controller. In certain embodiments, step 560 is performed by a host computer.
- step 560 determines in step 560 that the actual RAID rebuild rate of step 530 is less than the maximum RAID rebuild rate threshold of step 520 , then the method transitions from step 560 to step 570 wherein the method sets the offset factor (O) to 1.
- step 570 is performed by a RAID controller.
- step 570 is performed by a host computer. The method transitions from step 570 to step 450 and continues as described herein.
- step 560 determines in step 560 that the actual RAID rebuild rate of step 550 is not less than the maximum RAID rebuild rate threshold of step 520 .
- the method transitions from step 560 to step 580 wherein the method sets the offset factor (O) to 0.
- the method transitions from step 580 to step 450 and continues as described herein.
- Applicants' invention includes instructions, such as instructions 124 ( FIG. 1 ), residing in computer readable medium, such as for example computer readable medium 121 ( FIG. 1 ) wherein those instructions are executed by a processor, such as processor 128 ( FIG. 1 ), to perform one or more of steps 315 , 320 , 325 , 330 , 335 , 340 , 345 , 350 , 355 , 360 , and/or 370 , recited in FIG. 3 , and/or one or more of steps 420 , 430 , 440 , 450 , and/or 460 , recited in FIG. 4 , and/or one or more of steps 510 , 520 , 530 , 540 , 550 , 560 , 570 , and/or 580 , recited in FIG. 5 .
- Applicants' invention includes instructions residing in any other computer program product, where those instructions are executed by a computer external to, or internal to, data storage systems 100 ( FIG. 1 ) or 200 ( FIG. 2A ), or 202 ( FIG. 2B ), to perform one or more of steps 315 , 320 , 325 , 330 , 335 , 340 , 345 , 350 , 355 , 360 , and/or 370 , recited in FIG. 3 , and/or one or more of steps 420 , 430 , 440 , 450 , and/or 460 , recited in FIG.
- the instructions may be encoded in computer readable medium comprising, for example, a magnetic information storage medium, an optical information storage medium, an electronic information storage medium, and the like.
- electronic storage media Applicants mean, for example and without limitation, one or more devices, such as and without limitation, a PROM, EPROM, EEPROM, Flash PROM, compactflash, smartmedia, and the like.
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Abstract
Description
- This invention relates to an apparatus and method to select a deduplication protocol for a data storage library.
- Computing systems generate information. It is known in the art to store such information using a plurality of data storage media. In a redundant array of independent disks (“RAID”) configuration, information is stored in arrays of data storage media to provide fault tolerance and improved data access performance. RAID combines physical data storage media into a single logical unit either by using special hardware or software.
- In a RAID 3, 4, 5, or 6 array configuration a process known as “data striping” is used in combination with parity data, i.e. encoded redundant information. In RAID 6, both row stripes and diagonal stripes are used, and one set of parity is associated with each row stripe and another set of parity is associated with each diagonal stripe, for dual redundancy. In RAID 6, row parity may be concentrated in a single row parity storage media, and diagonal parity may be concentrated in a different single diagonal parity storage media, or row and diagonal parity may be distributed across all data storage media in the array. Each RAID stripe comprises a predetermined number of sequential logical block arrays.
- By striping data and distributing the parity across all drives in the array, optimum performance is realized by minimizing constant access to a single drive. If a drive fails in a RAID 6 array configuration, data written to the failed drive can be rebuilt using the parity data on the remaining drives. If the array is configured with an online spare drive, the RAID rebuild begins automatically when a failed drive is detected. If the array is not configured with a spare drive, then the RAID rebuild begins after the failed drive is replaced.
- To rebuild lost data, each lost stripe is read from the remaining drives in the array. The lost stripe is restored using exclusive-OR (“XOR”) operations performed by a RAID controller XOR engine. After the XOR engine restores the lost stripe, that restored stripe is written to the replacement or online spare drive. For RAID levels 3, 4, and 5, the rebuilt process involves (N-1) reads from the operational drives in the array and a single write to the replacement or online spare drive. When a stripe is fully restored, the rebuild process proceeds to restore the next lost stripe. For a double failure under RAID level 6, both row and diagonal stripes are used to construct the drive data being rebuilt to two spare drives.
- During the rebuild process, the array remains accessible to users. The RAID controller must allocate system resources to process both host I/O requests and process the RAID rebuild.
- The invention comprises a method to select a deduplication protocol for a data storage library comprising a plurality of data storage devices configured as a RAID array. The method establishes a normal deduplication protocol, a RAID failure deduplication protocol, and a multiple storage device failure deduplication protocol. The method receives host data comprising a plurality of interleaved data blocks. If the system is operating without any storage device failures, then the method processes the host data using the normal deduplication protocol. If the system is operating with a storage device failure, then the method processes the host data using the RAID failure deduplication protocol. If the system is operating with multiple storage device failures, then the method processes the host data using the multiple storage device failure deduplication protocol.
- In certain embodiments, the method dynamically sets a deduplication protocol. In these embodiments, the deduplication protocol is a function of a number of failed data storage devices, an actual RAID rebuild rate, a minimum RAID rebuild threshold, and a maximum RAID rebuild threshold.
- The invention will be better understood from a reading of the following detailed description taken in conjunction with the drawings in which like reference designators are used to designate like elements, and in which:
-
FIG. 1 is a block diagram showing one embodiment of Applicants' data storage system; -
FIG. 2A is a block diagram showing one RAID controller in communication with a plurality of data storage media using a fibre channel arbitrated loop; -
FIG. 2B is a block diagram showing two RAID controllers in communication with a plurality of data storage media using dual fibre channel arbitrated loops; -
FIG. 3 is a flow chart summarizing certain steps in a first embodiment of Applicants' method; -
FIG. 4 is a flow chart summarizing certain steps in a second embodiment of Applicants' method; and -
FIG. 5 is a flow chart summarizing certain additional steps in the second embodiment of Applicants' method. - This invention is described in preferred embodiments in the following description with reference to the Figures, in which like numbers represent the same or similar elements. Reference throughout this specification to “one embodiment,” “an embodiment,” or similar language means that a particular feature, structure, or characteristic described in connection with the embodiment is included in at least one embodiment of the present invention. Thus, appearances of the phrases “in one embodiment,” “in an embodiment,” and similar language throughout this specification may, but do not necessarily, all refer to the same embodiment.
- The described features, structures, or characteristics of the invention may be combined in any suitable manner in one or more embodiments. In the following description, numerous specific details are recited to provide a thorough understanding of embodiments of the invention. One skilled in the relevant art will recognize, however, that the invention may be practiced without one or more of the specific details, or with other methods, components, materials, and so forth. In other instances, well-known structures, materials, or operations are not shown or described in detail to avoid obscuring aspects of the invention.
- In the illustrated embodiment of
FIG. 1 ,data processing system 100 comprisesRAID controller 120 anddata storage media FIG. 1 ,RAID controller 120 communicates withdata storage media O protocols O protocols - By “data storage media,” Applicants mean an information storage medium in combination with the hardware, firmware, and/or software, needed to write information to, and read information from, that information storage medium. In certain embodiments, the information storage medium comprises a magnetic information storage medium, such as and without limitation a magnetic disk, magnetic tape, and the like. In certain embodiments, the information storage medium comprises an optical information storage medium, such as and without limitation a CD, DVD (Digital Versatile Disk), HD-DVD (High Definition DVD), BD (Blue-Ray Disk) and the like. In certain embodiments, the information storage medium comprises an electronic information storage medium, such as and without limitation a PROM, EPROM, EEPROM, Flash PROM, compactflash, smartmedia, and the like. In certain embodiments, the information storage medium comprises a holographic information storage medium.
- Further in the illustrated embodiment of
FIG. 1 , Applicants'RAID controller 120 is in communication withhost computers computers host computers - In the illustrated embodiment of
FIG. 1 , Applicants'RAID controller 120 comprisesprocessor 128,XOR engine 129, computerreadable medium 121,microcode 122 written to computerreadable medium 121, andinstructions 124 written to computerreadable medium 121.Processor 128 utilizesmicrocode 122 to operateRAID controller 120. In the illustrated embodiment ofFIG. 1 , Applicants'RAID controller 120 further comprises rebuildbitmap 126, wherein rebuild bitmap comprises (N) indicators, and wherein each indicator is associated with a different data stripe. If the (i)th indicator is set to a first value, then the associated data stripe has not been rebuilt, and wherein if the (i)th indicator is set to a second value, then the associated data stripe has been rebuilt, wherein (i) is less than or equal to 1 and greater than or equal to (N). - In addition to processing input/output (“I/O”) operations related to data received from one or more host computers, such as for example and without limitation data deduplication,
processor 128 also performs certain Background Operations such as for example and without limitation, checking and certifying parity, RAID rebuilds, and other “housekeeping” chores. In certain embodiments,processor 128 must allocate system resources, such as and with limitation, allocations of processor resources between data deduplication and a RAID rebuild. - In the illustrated embodiment of
FIG. 1 ,host computers fabric 110 utilizing I/O protocols O protocols fabric 110 or one or more signal lines used byhost computers fabric 110. - In certain embodiments,
fabric 110 includes, for example, one or more FC switches 115. In certain embodiments, those one ormore switches 115 comprise one or more conventional router switches. In the illustrated embodiment ofFIG. 1 , one ormore switches 115interconnect host computers RAID controller 120 via I/O protocol 117. I/O protocol 117 may comprise any type of I/O interface, for example, a Fibre Channel, Infiniband, Gigabit Ethernet, Ethernet, TCP/IP, iSCSI, SCSI I/O interface or one or more signal lines used byFC switch 115 to transfer information through to and fromRAID controller 120, and subsequentlydata storage media limitation host computers RAID controller 120 using I/O protocols - In the illustrated embodiment of
FIG. 2A , Applicants'RAID controller 120 communicates withdata storage media controller 120 andmedia retrieval system 200. As those skilled in the art will appreciate, information storage andretrieval system 200 further comprises additional elements, such as and without limitation one or more host adapters, one or more device adapters, a data cache, non-volatile storage, and the like. The illustrated embodiment ofFIG. 2A should not be construed to limit Applicants' invention to use of fibre channel networks or devices. In other embodiments, other network topologies and devices are utilized, including without limitation SAS devices and/or SATA devices. - In the illustrated embodiment of
FIG. 2B , Applicants' information storage andretrieval system 202 comprises dual FC-AL loops of switches whereinRAID controller 120A andRAID controller 120B are interconnected with both FC-AL loops. Each FC-AL loop contains one or more local controllers, such aslocal controllers retrieval system 200 further comprises additional elements, such as and without limitation one or more host adapters, one or more device adapters, a data cache, non-volatile storage, and the like. In the illustrated embodiment ofFIG. 2B , each RAID controller is in communication with a first plurality ofdata storage media 270, a second plurality ofdata storage media 280, and a third plurality ofdata storage media 290. - The illustrated embodiment of
FIG. 2B should not be construed to limit Applicants' invention to use of fibre channel networks or devices. In the illustrated embodiment ofFIG. 2B , the recitation of two FC-AL loops comprises one embodiment of Applicants' apparatus. In other embodiments, other network topologies and devices are utilized, including without limitation SAS devices and/or SATA devices. - As those skilled in the art will appreciate, data deduplication comprises a process to eliminate redundant data. In the deduplication process, duplicate data is deleted, leaving only one copy of the data to be stored. In certain embodiments, indexing of all data is still retained should that data ever be required. Deduplication is able to enhance the storage capability of a RAID array because only unique data is stored.
- Data deduplication can generally operate at the file or the data block level. File level deduplication eliminates duplicate files, but this is not a very efficient means of deduplication. Block deduplication looks within a file and saves unique iterations of each block or bit. Each chunk of data is processed using a hash algorithm such as MD5 or SHA-1. This process generates a unique number for each piece which is then stored in an index.
- If a file is updated, only the changed data is saved. That is, if only a few bytes of a document or presentation are changed, only the changed blocks or bytes are saved, the changes don't constitute an entirely new file. Therefore, block deduplication saves more storage space than file deduplication. However, block deduplication requires more processor resources.
- During a RAID rebuild, Applicants' RAID controller allocates processing resources between the RAID rebuild and data deduplication.
FIG. 3 summarizes Applicants' method to select a data deduplication protocol when simultaneously performing a RAID rebuild. Referring now toFIG. 3 , instep 310 the method supplies a data storage system comprising a RAID controller and a RAID array. - In
step 315, the method establishes a normal deduplication protocol. In certain embodiments, the normal deduplication protocol ofstep 315 deduplicates between about 90 percent to 100 percent of duplicative data blocks disposed in information received from one or more host computers. In certain embodiments, the normal deduplication protocol ofstep 320deduplicates 100 percent of duplicative data blocks disposed in information received from one or more host computers. - In certain embodiments, a manufacturer of the data storage system of
step 310 performsstep 315. In certain embodiments, the owner and/or operator of the data storage system ofstep 310 performsstep 315. In certain embodiments, a host computer interconnected with the data storage system ofstep 310 performsstep 315. - In
step 320, the method establishes a RAID failure deduplication protocol. By “RAID failure”, Applicants mean a failure of one data storage device configured in a RAID array. In certain embodiments, the RAID failure deduplication protocol ofstep 320 deduplicates between about 40 percent to about 60 percent of duplicative data blocks disposed in information received from one or more host computers. In certain embodiments, the RAID failure deduplication protocol ofstep 320 deduplicates about 50 percent of duplicative data blocks disposed in information received from one or more host computers. - In certain embodiments, a manufacturer of the data storage system of
step 310 performsstep 320. In certain embodiments, the owner and/or operator of the data storage system ofstep 310 performsstep 320. In certain embodiments, a host computer interconnected with the data storage system ofstep 310 performsstep 320. - In
step 325, the method establishes a multiple storage device failure deduplication protocol. In certain embodiments, the multiple storage device failure deduplication protocol ofstep 320 deduplicates between about 15 percent to about 35 percent of duplicative data blocks disposed in information received from one or more host computers. In certain embodiments, the multiple storage device failure deduplication protocol ofstep 325 deduplicates between about 25 percent of duplicative data blocks disposed in information received from one or more host computers. - In certain embodiments, a manufacturer of the data storage system of
step 310 performsstep 325. In certain embodiments, the owner and/or operator of the data storage system ofstep 310 performsstep 325. In certain embodiments, a host computer interconnected with the data storage system ofstep 310 performsstep 325. - In
step 330, the method provides host data comprising a plurality of interleaved data blocks. In certain embodiments, the data ofstep 330 is received by a RAID controller. In certain embodiments,step 330 is performed by a host computer. - In
step 335, the method determines if the data storage system ofstep 310 is operating with a RAID failure, i.e., whether a data storage device failure has been detected. In certain embodiments,step 335 is performed by a RAID controller. In certain embodiments,step 335 is performed by a host computer. - If the method determines in
step 335 that the data storage system ofstep 310 is not operating with a RAID failure, then the method transitions fromstep 335 to step 345 wherein the method processes host data ofstep 330 using the normal deduplication protocol ofstep 315. In certain embodiments,step 345 is performed by a RAID controller. In certain embodiments,step 345 is performed by a host computer. - In
step 355, the method determines if additional host data has been received. In certain embodiments,step 355 is performed by a RAID controller. In certain embodiments,step 355 is performed by a host computer. - If the method determines in
step 355 that no additional host data has been received, then the method transitions fromstep 355 to step 370 and ends. Alternatively, if the method determines instep 355 that additional host data has been received, then the method transitions fromstep 355 to step 335 and continues as described herein. - If the method determines in
step 335 that the data storage system ofstep 310 is operating with a RAID failure, then the method transitions fromstep 335 to step 340 wherein the method determines if the data storage system ofstep 310 is operating with multiple data storage device failures. In certain embodiments,step 340 is performed by a RAID controller. In certain embodiments,step 340 is performed by a host computer. - If the method determines in
step 340 that the data storage system ofstep 310 is not operating with multiple data storage device failures, then the method transitions fromstep 340 to step 350 wherein the method processes the host data ofstep 330 using the RAID failure deduplication protocol ofstep 320. In certain embodiments,step 350 is performed by a RAID controller. In certain embodiments,step 350 is performed by a host computer. The method transitions fromstep 350 to step 355 and continues as described herein. - If the method determines in
step 340 that the data storage system ofstep 310 is operating with multiple data storage device failures, then the method transitions fromstep 340 to step 360 wherein the method processes the host data ofstep 330 using the multiple device failure deduplication protocol ofstep 325. In certain embodiments,step 360 is performed by a RAID controller. In certain embodiments,step 360 is performed by a host computer. The method transitions fromstep 360 to step 355 and continues as described herein. - In certain embodiments, Applicants' method
FIG. 4 summarizes the steps of Applicants' method to dynamically set a deduplication protocol. Referring now toFIG. 4 , instep 410 the method supplies a data storage system comprising a RAID controller and a RAID array. - In
step 420, the method provides host data comprising a plurality of interleaved data blocks. In certain embodiments, the data ofstep 420 is received by a RAID controller. In certain embodiments,step 420 is performed by a host computer. - In
step 430, the method determines a number (M) of failed data storage devices configured in the RAID array. In certain embodiments,step 430 is performed by a RAID controller. In certain embodiments,step 430 is performed by a host computer. - In
step 440, the method establishes a value for an offset factor (O). In certain embodiments, O is greater than or equal to 0 and less than or equal to 2. In certain embodiments, O is greater than or equal to 0 and less than or equal to 3. In certain embodiments, O is greater than or equal to 0 and less than or equal to 4. In certain embodiments,step 440 is performed by a RAID controller. In certain embodiments,step 440 is performed by a host computer. - In
step 450, the method calculates a value for (N), using Equation (i). -
(N)=(M+1)+(M)(O) - In certain embodiments,
step 450 is performed by a RAID controller. In certain embodiments,step 450 is performed by a host computer. - In
step 460, the method deduplicates every (N)th duplicative data block identified in the host data ofstep 420. In certain embodiments,step 460 is performed by a RAID controller. In certain embodiments,step 460 is performed by a host computer. - The following examples are presented to further illustrate to persons skilled in the art how to make and use the method of
FIG. 4 . These examples are not intended as limitations, however, upon the scope of the invention. - In the event the data storage system of
step 410 is operating without any data storage device failure, then (N) is calculated to be 1 using Equation (i). In this example, the method deduplicates every duplicative data block identified in the host data ofstep 420. - In the event the data storage system of
step 410 is operating with 1 data storage device failure, and in the event (O) is set to 0, then (N) is calculated to be 2 using Equation (i). In this example, the method deduplicates 50 percent of the duplicative data block identified in the host data ofstep 420. - In the event the data storage system of
step 410 is operating with 1 data storage device failure, and in the event (O) is set to 1, then (N) is calculated to be 3 using Equation (i). In this example, the method deduplicates 33.3 percent of the duplicative data block identified in the host data ofstep 420. - In certain embodiments, step 440 recited in
FIG. 4 comprises the steps recited inFIG. 5 . Referring now toFIG. 5 , instep 510, the method establishes a minimum RAID rebuild threshold. For example and without limitation, in certain embodiments the method sets in step 510 a minimum RAID rebuild rate of about 100 GB per hour. In certain embodiments, a manufacturer of the data storage system ofstep 410 performsstep 510. In certain embodiments, the owner and/or operator of the data storage system ofstep 410 performsstep 510. In certain embodiments, a host computer interconnected with the data storage system ofstep 410 performsstep 510. - In
step 520, the method establishes a maximum RAID rebuild threshold. For example and without limitation, in certain embodiments the method sets in step 520 a maximum RAID rebuild rate of about 200 GB per hour. In certain embodiments, a manufacturer of the data storage system ofstep 410 performsstep 520. In certain embodiments, the owner and/or operator of the data storage system ofstep 410 performsstep 520. In certain embodiments, a host computer interconnected with the data storage system ofstep 410 performsstep 520. - In
step 530, the method determines an actual RAID rebuild rate. In certain embodiments,step 530 is performed by a RAID controller. In certain embodiments,step 530 is performed by a host computer. - In
step 540, the method determines if the actual RAID rebuild rate ofstep 530 is less than the minimum RAID rebuild rate threshold ofstep 510. In certain embodiments,step 540 is performed by a RAID controller. In certain embodiments,step 540 is performed by a host computer. - If the method determines in
step 540 that the actual RAID rebuild rate ofstep 530 is less than the minimum RAID rebuild rate threshold ofstep 510, then the method transitions fromstep 540 to step 550 wherein the method sets the offset factor (O) to 2. In certain embodiments,step 550 is performed by a RAID controller. In certain embodiments,step 550 is performed by a host computer. The method transitions fromstep 550 to step 450 and continues as described herein. - If the method determines in
step 540 that the actual RAID rebuild rate ofstep 530 is not less than the minimum RAID rebuild rate threshold ofstep 510, then the method transitions fromstep 540 to step 560 wherein the method determines if the actual RAID rebuild rate ofstep 530 is less than the maximum RAID rebuild rate threshold ofstep 520. In certain embodiments,step 560 is performed by a RAID controller. In certain embodiments,step 560 is performed by a host computer. - If the method determines in
step 560 that the actual RAID rebuild rate ofstep 530 is less than the maximum RAID rebuild rate threshold ofstep 520, then the method transitions fromstep 560 to step 570 wherein the method sets the offset factor (O) to 1. In certain embodiments,step 570 is performed by a RAID controller. In certain embodiments,step 570 is performed by a host computer. The method transitions fromstep 570 to step 450 and continues as described herein. - Alternatively, if the method determines in
step 560 that the actual RAID rebuild rate ofstep 550 is not less than the maximum RAID rebuild rate threshold ofstep 520, the method transitions fromstep 560 to step 580 wherein the method sets the offset factor (O) to 0. The method transitions fromstep 580 to step 450 and continues as described herein. - In certain embodiments, individual steps recited in
FIGS. 3 , 4, and 5, may be combined, eliminated, or reordered. - In certain embodiments, Applicants' invention includes instructions, such as instructions 124 (
FIG. 1 ), residing in computer readable medium, such as for example computer readable medium 121 (FIG. 1 ) wherein those instructions are executed by a processor, such as processor 128 (FIG. 1 ), to perform one or more ofsteps FIG. 3 , and/or one or more ofsteps FIG. 4 , and/or one or more ofsteps FIG. 5 . - In other embodiments, Applicants' invention includes instructions residing in any other computer program product, where those instructions are executed by a computer external to, or internal to, data storage systems 100 (
FIG. 1 ) or 200 (FIG. 2A ), or 202 (FIG. 2B ), to perform one or more ofsteps FIG. 3 , and/or one or more ofsteps FIG. 4 , and/or one or more ofsteps FIG. 5 . In either case, the instructions may be encoded in computer readable medium comprising, for example, a magnetic information storage medium, an optical information storage medium, an electronic information storage medium, and the like. By “electronic storage media,” Applicants mean, for example and without limitation, one or more devices, such as and without limitation, a PROM, EPROM, EEPROM, Flash PROM, compactflash, smartmedia, and the like. - While the preferred embodiments of the present invention have been illustrated in detail, it should be apparent that modifications and adaptations to those embodiments may occur to one skilled in the art without departing from the scope of the present invention as set forth in the following claims.
Claims (25)
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JP2010550113A JP4876187B2 (en) | 2008-03-11 | 2009-02-18 | Apparatus and method for selecting a deduplication protocol for a data storage library |
KR1020107021839A KR20100135765A (en) | 2008-03-11 | 2009-02-18 | Selecting a dedupulication protocol for a data storage library |
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CN200980108498.0A CN101971148B (en) | 2008-03-11 | 2009-02-18 | Selecting a deduplication protocol for a data storage library |
JP2011207613A JP5147979B2 (en) | 2008-03-11 | 2011-09-22 | Apparatus and method for selecting a deduplication protocol for a data storage library |
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Cited By (40)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20100169287A1 (en) * | 2008-11-26 | 2010-07-01 | Commvault Systems, Inc. | Systems and methods for byte-level or quasi byte-level single instancing |
GB2473409A (en) * | 2011-01-17 | 2011-03-09 | Quantum Corp | Cloud-based de-duplication |
US8140821B1 (en) | 2009-12-18 | 2012-03-20 | Emc Corporation | Efficient read/write algorithms and associated mapping for block-level data reduction processes |
US8156306B1 (en) | 2009-12-18 | 2012-04-10 | Emc Corporation | Systems and methods for using thin provisioning to reclaim space identified by data reduction processes |
US8166314B1 (en) | 2008-12-30 | 2012-04-24 | Emc Corporation | Selective I/O to logical unit when encrypted, but key is not available or when encryption status is unknown |
US8261068B1 (en) | 2008-09-30 | 2012-09-04 | Emc Corporation | Systems and methods for selective encryption of operating system metadata for host-based encryption of data at rest on a logical unit |
US8380957B2 (en) | 2008-07-03 | 2013-02-19 | Commvault Systems, Inc. | Continuous data protection over intermittent connections, such as continuous data backup for laptops or wireless devices |
US8416954B1 (en) | 2008-09-30 | 2013-04-09 | Emc Corporation | Systems and methods for accessing storage or network based replicas of encrypted volumes with no additional key management |
US8612699B2 (en) | 2010-06-25 | 2013-12-17 | International Business Machines Corporation | Deduplication in a hybrid storage environment |
US8775376B2 (en) | 2011-06-30 | 2014-07-08 | International Business Machines Corporation | Hybrid data backup in a networked computing environment |
US8781800B2 (en) | 2011-11-01 | 2014-07-15 | International Business Machines Corporation | Data de-duplication in computer storage systems |
US20140298136A1 (en) * | 2008-03-31 | 2014-10-02 | Cleversafe, Inc. | Storing data and directory information in a distributed storage network |
US9015181B2 (en) | 2008-09-26 | 2015-04-21 | Commvault Systems, Inc. | Systems and methods for managing single instancing data |
US20150363419A1 (en) * | 2014-06-17 | 2015-12-17 | International Business Machines Corporation | Placement of data fragments generated by an erasure code in distributed computational devices based on a deduplication factor |
US9298386B2 (en) | 2013-08-23 | 2016-03-29 | Globalfoundries Inc. | System and method for improved placement of blocks in a deduplication-erasure code environment |
US9336076B2 (en) | 2013-08-23 | 2016-05-10 | Globalfoundries Inc. | System and method for controlling a redundancy parity encoding amount based on deduplication indications of activity |
US20160246537A1 (en) * | 2013-09-27 | 2016-08-25 | Inha-Industry Partnership Institute | Deduplication of parity data in ssd based raid systems |
US20160274973A1 (en) * | 2014-01-17 | 2016-09-22 | Netapp, Inc. | File system driven raid rebuild technique |
US10133511B2 (en) | 2014-09-12 | 2018-11-20 | Netapp, Inc | Optimized segment cleaning technique |
US10365838B2 (en) | 2014-11-18 | 2019-07-30 | Netapp, Inc. | N-way merge technique for updating volume metadata in a storage I/O stack |
US10846178B2 (en) * | 2019-01-11 | 2020-11-24 | EMC IP Holding Company LLC | Hash-based remote rebuild assistance for content addressable storage systems |
US10911328B2 (en) | 2011-12-27 | 2021-02-02 | Netapp, Inc. | Quality of service policy based load adaption |
US20210034472A1 (en) * | 2019-07-31 | 2021-02-04 | Dell Products L.P. | Method and system for any-point-in-time recovery within a continuous data protection software-defined storage |
US10929022B2 (en) | 2016-04-25 | 2021-02-23 | Netapp. Inc. | Space savings reporting for storage system supporting snapshot and clones |
US10951488B2 (en) | 2011-12-27 | 2021-03-16 | Netapp, Inc. | Rule-based performance class access management for storage cluster performance guarantees |
US10997098B2 (en) | 2016-09-20 | 2021-05-04 | Netapp, Inc. | Quality of service policy sets |
US11281535B2 (en) | 2020-03-06 | 2022-03-22 | Dell Products L.P. | Method and system for performing a checkpoint zone operation for a spare persistent storage |
US11281389B2 (en) | 2019-01-29 | 2022-03-22 | Dell Products L.P. | Method and system for inline deduplication using erasure coding |
US11301327B2 (en) | 2020-03-06 | 2022-04-12 | Dell Products L.P. | Method and system for managing a spare persistent storage device and a spare node in a multi-node data cluster |
US11328071B2 (en) | 2019-07-31 | 2022-05-10 | Dell Products L.P. | Method and system for identifying actor of a fraudulent action during legal hold and litigation |
US11372730B2 (en) | 2019-07-31 | 2022-06-28 | Dell Products L.P. | Method and system for offloading a continuous health-check and reconstruction of data in a non-accelerator pool |
US11379119B2 (en) | 2010-03-05 | 2022-07-05 | Netapp, Inc. | Writing data in a distributed data storage system |
US11386120B2 (en) | 2014-02-21 | 2022-07-12 | Netapp, Inc. | Data syncing in a distributed system |
US11403175B2 (en) * | 2020-07-31 | 2022-08-02 | EMC IP Holding Company LLC | Rebuilding data previously stored on a failed data storage drive |
US11418326B2 (en) | 2020-05-21 | 2022-08-16 | Dell Products L.P. | Method and system for performing secure data transactions in a data cluster |
US11416357B2 (en) | 2020-03-06 | 2022-08-16 | Dell Products L.P. | Method and system for managing a spare fault domain in a multi-fault domain data cluster |
US11442642B2 (en) | 2019-01-29 | 2022-09-13 | Dell Products L.P. | Method and system for inline deduplication using erasure coding to minimize read and write operations |
US11593217B2 (en) | 2008-09-26 | 2023-02-28 | Commvault Systems, Inc. | Systems and methods for managing single instancing data |
US11609820B2 (en) | 2019-07-31 | 2023-03-21 | Dell Products L.P. | Method and system for redundant distribution and reconstruction of storage metadata |
US11775193B2 (en) | 2019-08-01 | 2023-10-03 | Dell Products L.P. | System and method for indirect data classification in a storage system operations |
Families Citing this family (18)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US7640746B2 (en) * | 2005-05-27 | 2010-01-05 | Markon Technologies, LLC | Method and system integrating solar heat into a regenerative rankine steam cycle |
US7840537B2 (en) | 2006-12-22 | 2010-11-23 | Commvault Systems, Inc. | System and method for storing redundant information |
US9098495B2 (en) | 2008-06-24 | 2015-08-04 | Commvault Systems, Inc. | Application-aware and remote single instance data management |
US8401996B2 (en) | 2009-03-30 | 2013-03-19 | Commvault Systems, Inc. | Storing a variable number of instances of data objects |
US8578120B2 (en) | 2009-05-22 | 2013-11-05 | Commvault Systems, Inc. | Block-level single instancing |
JP5691234B2 (en) * | 2010-04-27 | 2015-04-01 | 日本電気株式会社 | Disk array device and mirroring control method |
JP2010257477A (en) * | 2010-06-21 | 2010-11-11 | Hitachi Ltd | Storage control system and method of controlling the same |
WO2012045023A2 (en) | 2010-09-30 | 2012-04-05 | Commvault Systems, Inc. | Archiving data objects using secondary copies |
JP5742931B2 (en) * | 2011-03-18 | 2015-07-01 | 富士通株式会社 | Storage device, control device, and control method |
US8620886B1 (en) | 2011-09-20 | 2013-12-31 | Netapp Inc. | Host side deduplication |
US9020890B2 (en) | 2012-03-30 | 2015-04-28 | Commvault Systems, Inc. | Smart archiving and data previewing for mobile devices |
US9633022B2 (en) | 2012-12-28 | 2017-04-25 | Commvault Systems, Inc. | Backup and restoration for a deduplicated file system |
US10324897B2 (en) | 2014-01-27 | 2019-06-18 | Commvault Systems, Inc. | Techniques for serving archived electronic mail |
US9645897B2 (en) | 2015-03-11 | 2017-05-09 | International Business Machines Corporation | Using duplicated data to enhance data security in RAID environments |
US10324914B2 (en) | 2015-05-20 | 2019-06-18 | Commvalut Systems, Inc. | Handling user queries against production and archive storage systems, such as for enterprise customers having large and/or numerous files |
US10235396B2 (en) * | 2016-08-29 | 2019-03-19 | International Business Machines Corporation | Workload optimized data deduplication using ghost fingerprints |
KR102611571B1 (en) * | 2016-11-09 | 2023-12-07 | 삼성전자주식회사 | Raid system including nonvolatime memory |
JP7413396B2 (en) * | 2019-10-29 | 2024-01-15 | 積水化成品工業株式会社 | Hollow resin particles and their manufacturing method |
Citations (11)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US5486844A (en) * | 1992-05-01 | 1996-01-23 | Radius Inc | Method and apparatus for superimposing displayed images |
US5568478A (en) * | 1993-07-14 | 1996-10-22 | Atecom Gmbh | System for processing data structures in a node of a communication network |
US6453396B1 (en) * | 1999-07-14 | 2002-09-17 | Compaq Computer Corporation | System, method and computer program product for hardware assisted backup for a computer mass storage system |
US6647514B1 (en) * | 2000-03-23 | 2003-11-11 | Hewlett-Packard Development Company, L.P. | Host I/O performance and availability of a storage array during rebuild by prioritizing I/O request |
US20050154848A1 (en) * | 2003-12-17 | 2005-07-14 | Hiroshi Itoh | Duplication apparatus and method |
US20060143507A1 (en) * | 2004-12-17 | 2006-06-29 | Fujitsu Limited | Data-duplication control apparatus |
US7072910B2 (en) * | 2002-03-22 | 2006-07-04 | Network Appliance, Inc. | File folding technique |
US7185032B2 (en) * | 2001-01-16 | 2007-02-27 | Sun Microsystems, Inc. | Mechanism for replicating and maintaining files in a space-efficient manner |
US20070255758A1 (en) * | 2006-04-28 | 2007-11-01 | Ling Zheng | System and method for sampling based elimination of duplicate data |
US20080005141A1 (en) * | 2006-06-29 | 2008-01-03 | Ling Zheng | System and method for retrieving and using block fingerprints for data deduplication |
US7853750B2 (en) * | 2007-01-30 | 2010-12-14 | Netapp, Inc. | Method and an apparatus to store data patterns |
Family Cites Families (6)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JP3623697B2 (en) | 1999-07-29 | 2005-02-23 | 富士通株式会社 | Disc time sharing apparatus and method |
JP4322068B2 (en) * | 2003-03-07 | 2009-08-26 | 富士通株式会社 | Storage system and disk load balance control method thereof |
US7188212B2 (en) * | 2004-05-06 | 2007-03-06 | International Business Machines Corporation | Method and system for storing data in an array of storage devices with additional and autonomic protection |
JP2006236001A (en) * | 2005-02-24 | 2006-09-07 | Nec Corp | Disk array device |
US7401253B2 (en) * | 2005-05-09 | 2008-07-15 | International Business Machines Corporation | Convolution-encoded data storage on a redundant array of independent devices |
JP4690783B2 (en) | 2005-06-08 | 2011-06-01 | 株式会社日立製作所 | Volume management system and method |
-
2008
- 2008-03-11 US US12/046,315 patent/US8234444B2/en not_active Expired - Fee Related
-
2009
- 2009-02-18 CN CN201210436082.5A patent/CN102981922B/en not_active Expired - Fee Related
- 2009-02-18 JP JP2010550113A patent/JP4876187B2/en not_active Expired - Fee Related
- 2009-02-18 EP EP09719575A patent/EP2255287B1/en active Active
- 2009-02-18 KR KR1020107021839A patent/KR20100135765A/en not_active Application Discontinuation
- 2009-02-18 WO PCT/EP2009/051921 patent/WO2009112332A2/en active Application Filing
- 2009-02-18 CN CN200980108498.0A patent/CN101971148B/en not_active Expired - Fee Related
-
2011
- 2011-09-22 JP JP2011207613A patent/JP5147979B2/en not_active Expired - Fee Related
Patent Citations (11)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US5486844A (en) * | 1992-05-01 | 1996-01-23 | Radius Inc | Method and apparatus for superimposing displayed images |
US5568478A (en) * | 1993-07-14 | 1996-10-22 | Atecom Gmbh | System for processing data structures in a node of a communication network |
US6453396B1 (en) * | 1999-07-14 | 2002-09-17 | Compaq Computer Corporation | System, method and computer program product for hardware assisted backup for a computer mass storage system |
US6647514B1 (en) * | 2000-03-23 | 2003-11-11 | Hewlett-Packard Development Company, L.P. | Host I/O performance and availability of a storage array during rebuild by prioritizing I/O request |
US7185032B2 (en) * | 2001-01-16 | 2007-02-27 | Sun Microsystems, Inc. | Mechanism for replicating and maintaining files in a space-efficient manner |
US7072910B2 (en) * | 2002-03-22 | 2006-07-04 | Network Appliance, Inc. | File folding technique |
US20050154848A1 (en) * | 2003-12-17 | 2005-07-14 | Hiroshi Itoh | Duplication apparatus and method |
US20060143507A1 (en) * | 2004-12-17 | 2006-06-29 | Fujitsu Limited | Data-duplication control apparatus |
US20070255758A1 (en) * | 2006-04-28 | 2007-11-01 | Ling Zheng | System and method for sampling based elimination of duplicate data |
US20080005141A1 (en) * | 2006-06-29 | 2008-01-03 | Ling Zheng | System and method for retrieving and using block fingerprints for data deduplication |
US7853750B2 (en) * | 2007-01-30 | 2010-12-14 | Netapp, Inc. | Method and an apparatus to store data patterns |
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US8612707B2 (en) | 2008-07-03 | 2013-12-17 | Commvault Systems, Inc. | Continuous data protection over intermittent connections, such as continuous data backup for laptops or wireless devices |
US8380957B2 (en) | 2008-07-03 | 2013-02-19 | Commvault Systems, Inc. | Continuous data protection over intermittent connections, such as continuous data backup for laptops or wireless devices |
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US8416954B1 (en) | 2008-09-30 | 2013-04-09 | Emc Corporation | Systems and methods for accessing storage or network based replicas of encrypted volumes with no additional key management |
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US8166314B1 (en) | 2008-12-30 | 2012-04-24 | Emc Corporation | Selective I/O to logical unit when encrypted, but key is not available or when encryption status is unknown |
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US8156306B1 (en) | 2009-12-18 | 2012-04-10 | Emc Corporation | Systems and methods for using thin provisioning to reclaim space identified by data reduction processes |
US8140821B1 (en) | 2009-12-18 | 2012-03-20 | Emc Corporation | Efficient read/write algorithms and associated mapping for block-level data reduction processes |
US11379119B2 (en) | 2010-03-05 | 2022-07-05 | Netapp, Inc. | Writing data in a distributed data storage system |
US8612699B2 (en) | 2010-06-25 | 2013-12-17 | International Business Machines Corporation | Deduplication in a hybrid storage environment |
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US8886716B2 (en) | 2011-01-17 | 2014-11-11 | Jeffrey Vincent TOFANO | Cloud-based de-duplication |
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US9122642B2 (en) | 2011-06-30 | 2015-09-01 | International Business Machines Corporation | Hybrid data backup in a networked computing environment |
US8775376B2 (en) | 2011-06-30 | 2014-07-08 | International Business Machines Corporation | Hybrid data backup in a networked computing environment |
US8781800B2 (en) | 2011-11-01 | 2014-07-15 | International Business Machines Corporation | Data de-duplication in computer storage systems |
US10951488B2 (en) | 2011-12-27 | 2021-03-16 | Netapp, Inc. | Rule-based performance class access management for storage cluster performance guarantees |
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US10911328B2 (en) | 2011-12-27 | 2021-02-02 | Netapp, Inc. | Quality of service policy based load adaption |
US9336076B2 (en) | 2013-08-23 | 2016-05-10 | Globalfoundries Inc. | System and method for controlling a redundancy parity encoding amount based on deduplication indications of activity |
US9298386B2 (en) | 2013-08-23 | 2016-03-29 | Globalfoundries Inc. | System and method for improved placement of blocks in a deduplication-erasure code environment |
US20160246537A1 (en) * | 2013-09-27 | 2016-08-25 | Inha-Industry Partnership Institute | Deduplication of parity data in ssd based raid systems |
US20160274973A1 (en) * | 2014-01-17 | 2016-09-22 | Netapp, Inc. | File system driven raid rebuild technique |
US10013311B2 (en) * | 2014-01-17 | 2018-07-03 | Netapp, Inc. | File system driven raid rebuild technique |
US11386120B2 (en) | 2014-02-21 | 2022-07-12 | Netapp, Inc. | Data syncing in a distributed system |
US10242020B2 (en) * | 2014-06-17 | 2019-03-26 | International Business Machines Corporation | Placement of data fragments generated by an erasure code in distributed computational devices based on a deduplication factor |
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US10133511B2 (en) | 2014-09-12 | 2018-11-20 | Netapp, Inc | Optimized segment cleaning technique |
US10365838B2 (en) | 2014-11-18 | 2019-07-30 | Netapp, Inc. | N-way merge technique for updating volume metadata in a storage I/O stack |
US10929022B2 (en) | 2016-04-25 | 2021-02-23 | Netapp. Inc. | Space savings reporting for storage system supporting snapshot and clones |
US10997098B2 (en) | 2016-09-20 | 2021-05-04 | Netapp, Inc. | Quality of service policy sets |
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US11327910B2 (en) | 2016-09-20 | 2022-05-10 | Netapp, Inc. | Quality of service policy sets |
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Also Published As
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WO2009112332A3 (en) | 2010-02-25 |
CN102981922B (en) | 2015-08-26 |
JP2011515746A (en) | 2011-05-19 |
JP5147979B2 (en) | 2013-02-20 |
JP4876187B2 (en) | 2012-02-15 |
CN102981922A (en) | 2013-03-20 |
KR20100135765A (en) | 2010-12-27 |
JP2012043449A (en) | 2012-03-01 |
CN101971148B (en) | 2013-04-17 |
US8234444B2 (en) | 2012-07-31 |
EP2255287A2 (en) | 2010-12-01 |
CN101971148A (en) | 2011-02-09 |
WO2009112332A2 (en) | 2009-09-17 |
EP2255287B1 (en) | 2012-11-07 |
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